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FORM FOLLOWS FUNCTION:
VOICE SEARCH & ECOMMERCE
ANTHONY VERRE
UPASNA GAUTAM
STATE OF SEARCH 2018
ABOUT US
ANTHONY VERRE
VICE PRESIDENT, ECOMMERCE
INTEGER GROUP
DALLAS, TX
@upasnagautam
UPASNA GAUTAM
MANAGER, SEARCH
ZIFF DAVIS
AUSTIN, TX
@tonyverre
OBJECTIVES
• WHAT IS SEO IN 2018 ALL ABOUT?
• HOW DOES VOICE SEARCH WORK AT A STRUCTURAL
LEVEL?
• HOW IS VOICE SEARCH CHANGING THE WAY
ECOMMERCE WORKS?
• HOW CAN WE PREPARE FOR ECOMMERCE VOICE
SEARCH?
@tonyverre
@upasnagautam
• SEO in 2018
• The Voice Search Framework
• Ecommerce & Google
• Ecommerce & Amazon
• Tactical Takeaways
AGENDA
@tonyverre
@upasnagautam
SEO IN 2018
@tonyverre
@upasnagautam
SEO IN 2018
@tonyverre
@upasnagautam
SEO IN 2018
semantic search
voice search
search engine optimization
entity search
@tonyverre
@upasnagautam
ecommerce seo
SEO IN 2018
Search Experience Optimization
@tonyverre
@upasnagautam
FORM FOLLOWS FUNCTION:
THE VOICE SEARCH FRAMEWORK
@tonyverre
@upasnagautam
THE VOICE SEARCH FRAMEWORK
AUTOMATIC SPEECH RECOGNITION
Automatic Speech Recognition (ASR),
fueled by deep learning neural networking,
is the system that powers applications like
speech transcription and voice search.
@tonyverre
@upasnagautam
THE VOICE SEARCH FRAMEWORK
AUTOMATIC SPEECH RECOGNITION
ASR is the FORM behind the voice search FUNCTION.
@tonyverre
@upasnagautam
THE VOICE SEARCH FRAMEWORK
How do humans do it?
Human articulation produces sound waves which
the ear conveys to the brain for processing.
New phone who dis
@tonyverre
@upasnagautam
AUTOMATIC SPEECH RECOGNITION
THE VOICE SEARCH FRAMEWORK
How Do Machines Do it?
@tonyverre
@upasnagautam
AUTOMATIC SPEECH RECOGNITION
THE VOICE SEARCH FRAMEWORK
GOOGLE’S VOICE SEARCH QUALITY METRICS
“We strive to find metrics that illuminate the end-user experience, to make sure that we
optimize the most important aspects and make effective tradeoffs. We also design metrics
which can bring to light specific issues with the underlying technology.” -GOOG
• Google has defined and uses a set of metrics
to track the quality of its voice search system.
• They use these metrics to drive their research
directions as well as provide insight and
guidance for solving specific problems and
tuning system performance.
@tonyverre
@upasnagautam
THE VOICE SEARCH FRAMEWORK
•Word Error Rate (WER)
•Semantic Quality (Webscore)
•Perplexity (PPL)
•Out-of-Vocabulary Rate (OOV)
•Latency
Google Voice Search Case Study
@tonyverre
@upasnagautam
GOOGLE’S VOICE SEARCH QUALITY METRICS
THE VOICE SEARCH FRAMEWORK
A WORD ON STRUCTURED DATA
@tonyverre
@upasnagautam
•Google is a data-driven machine that needs to be fed in order for it to learn
•Pieces of intelligence the crawler uses to build semantic relevance & authority
•This is how entities are indexed
•Speakable Schema is HERE & it’s just the beginning for voice search markup
THE VOICE SEARCH FRAMEWORK
The SERP has evolved into a
dynamic, purchase-driven environment,
with the integration of product carousels,
featured snippets with product rankings,
research carousels, and of course,
the shopping carousel.
@tonyverre
@upasnagautam
VOICE SEARCH &
ECOMMERCE IN GOOGLE
@tonyverre
@upasnagautam
VOICE SEARCH & ECOMMERCE
@tonyverre
@upasnagautam
VOICE SEARCH IS GROWING
AND PEOPLE ARE SHOPPING
VOICE SEARCH & ECOMMERCE
@tonyverre
@upasnagautam
29%
NEARLY 50% OF VOICE ASSISTANT USERS
USE VOICE SEARCH DAILY
USE DAILY MULTIPLE TIMES/DAY
17%
NetElixir, "Search Without Screens: Exploring the Rise of Smart Assistants and Voice Search," April 19, 2018
VOICE SEARCH & ECOMMERCE
@tonyverre
@upasnagautam
56% OF VOICE SEARCH USERS ARE
COMFORTABLE MAKING A
VOICE SEARCH PURCHASE
NetElixir, "Search Without Screens: Exploring the Rise of Smart Assistants and Voice Search," April 19, 2018
1 – NOT COMFORTABLE
2
24.7%
19.4%
3 26.8%
4
5 – SUPER COMFORTABLE
16.5%
12.6%
VOICE SEARCH & ECOMMERCE
@tonyverre
@upasnagautam
Top Consumer Shopping Actions Using Voice Search
Adobe Digital Insights, "State of Voice Assistants," Sep 10, 2018
VOICE SEARCH & ECOMMERCE
@tonyverre
@upasnagautam
Consumer Use Voice Search to Shop in These Categories
NetElixir, "Search Without Screens: Exploring the Rise of SmartAssistants and Voice Search"; eMarketer calculations, April 19, 2018
VOICE SEARCH & ECOMMERCE
@tonyverre
@upasnagautam
Google & Amazon Dominate Voice Search
eMarketer.com, “Voice Commerce Holds Promise, Yet Shoppers Are Skeptical” June 1, 2018
*Siri voice search powered by Google
VOICE SEARCH & ECOMMERCE
@tonyverre
@upasnagautam
Google Shopping Actions is
Google’s New Marketplace
VOICE SEARCH & ECOMMERCE
@tonyverre
@upasnagautam
How Does It Work?
GOOGLE
EXPRESS
COMMISSION
RATES
VOICE
eCOMMERCE
RESTRICTED
ACCESS
VOICE SEARCH & ECOMMERCE
@tonyverre
@upasnagautam
New Marketplace; New Rules
3 NEW SELLER METRICS1
NO CPC
STRUCTURE
2
NEW COMMISSION
STRUCTURE
VOICE SEARCH & ECOMMERCE
@tonyverre
@upasnagautam
The Future Relevance of Google Voice eComm
3
OPTIMIZED
PRODUCT FEED1
PRODUCT &
SELLER RATINGS 2
SELLER
METRICS
VOICE SEARCH &
ECOMMERCE IN AMAZON
@tonyverre
@upasnagautam
VOICE SEARCH & AMAZON
@tonyverre
@upasnagautam
It’s Amazon’s Choice. Literally.
HIGHLY RATED PRODUCT
READY TO SHIP IMMEDIATELY
WELL-PRICED PRODUCT
POPULAR SHOPPING CATEGORIES
VOICE SEARCH & AMAZON
@tonyverre
@upasnagautam
A9 First. Human for Correction.
RELEVANCE
RATINGS &
REVIEWS
INVENTORYVELOCITY
PRICING
PROFITABILITY
CONVERSIONS
VOICE SEARCH & AMAZON
@tonyverre
@upasnagautam
63% Don’t Think Amazon, Google, Apple, or
Microsoft Will Get Voice Search Right.
eMarketer.com, “RICHRELEVANCE STUDY SHOWS AMERICANS ARE SKEPTICAL OF VOICE-ASSISTED SHOPPING” June 4, 2018
THANK YOU!
@tonyverre
@upasnagautam

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Form Follows Function: Voice Search & Ecommerce - Upasna Gautam

  • 1. FORM FOLLOWS FUNCTION: VOICE SEARCH & ECOMMERCE ANTHONY VERRE UPASNA GAUTAM STATE OF SEARCH 2018
  • 2. ABOUT US ANTHONY VERRE VICE PRESIDENT, ECOMMERCE INTEGER GROUP DALLAS, TX @upasnagautam UPASNA GAUTAM MANAGER, SEARCH ZIFF DAVIS AUSTIN, TX @tonyverre
  • 3. OBJECTIVES • WHAT IS SEO IN 2018 ALL ABOUT? • HOW DOES VOICE SEARCH WORK AT A STRUCTURAL LEVEL? • HOW IS VOICE SEARCH CHANGING THE WAY ECOMMERCE WORKS? • HOW CAN WE PREPARE FOR ECOMMERCE VOICE SEARCH? @tonyverre @upasnagautam
  • 4. • SEO in 2018 • The Voice Search Framework • Ecommerce & Google • Ecommerce & Amazon • Tactical Takeaways AGENDA @tonyverre @upasnagautam
  • 7. SEO IN 2018 semantic search voice search search engine optimization entity search @tonyverre @upasnagautam ecommerce seo
  • 8. SEO IN 2018 Search Experience Optimization @tonyverre @upasnagautam
  • 9. FORM FOLLOWS FUNCTION: THE VOICE SEARCH FRAMEWORK @tonyverre @upasnagautam
  • 10. THE VOICE SEARCH FRAMEWORK AUTOMATIC SPEECH RECOGNITION Automatic Speech Recognition (ASR), fueled by deep learning neural networking, is the system that powers applications like speech transcription and voice search. @tonyverre @upasnagautam
  • 11. THE VOICE SEARCH FRAMEWORK AUTOMATIC SPEECH RECOGNITION ASR is the FORM behind the voice search FUNCTION. @tonyverre @upasnagautam
  • 12. THE VOICE SEARCH FRAMEWORK How do humans do it? Human articulation produces sound waves which the ear conveys to the brain for processing. New phone who dis @tonyverre @upasnagautam AUTOMATIC SPEECH RECOGNITION
  • 13. THE VOICE SEARCH FRAMEWORK How Do Machines Do it? @tonyverre @upasnagautam AUTOMATIC SPEECH RECOGNITION
  • 14. THE VOICE SEARCH FRAMEWORK GOOGLE’S VOICE SEARCH QUALITY METRICS “We strive to find metrics that illuminate the end-user experience, to make sure that we optimize the most important aspects and make effective tradeoffs. We also design metrics which can bring to light specific issues with the underlying technology.” -GOOG • Google has defined and uses a set of metrics to track the quality of its voice search system. • They use these metrics to drive their research directions as well as provide insight and guidance for solving specific problems and tuning system performance. @tonyverre @upasnagautam
  • 15. THE VOICE SEARCH FRAMEWORK •Word Error Rate (WER) •Semantic Quality (Webscore) •Perplexity (PPL) •Out-of-Vocabulary Rate (OOV) •Latency Google Voice Search Case Study @tonyverre @upasnagautam GOOGLE’S VOICE SEARCH QUALITY METRICS
  • 16. THE VOICE SEARCH FRAMEWORK A WORD ON STRUCTURED DATA @tonyverre @upasnagautam •Google is a data-driven machine that needs to be fed in order for it to learn •Pieces of intelligence the crawler uses to build semantic relevance & authority •This is how entities are indexed •Speakable Schema is HERE & it’s just the beginning for voice search markup
  • 17. THE VOICE SEARCH FRAMEWORK The SERP has evolved into a dynamic, purchase-driven environment, with the integration of product carousels, featured snippets with product rankings, research carousels, and of course, the shopping carousel. @tonyverre @upasnagautam
  • 18. VOICE SEARCH & ECOMMERCE IN GOOGLE @tonyverre @upasnagautam
  • 19. VOICE SEARCH & ECOMMERCE @tonyverre @upasnagautam VOICE SEARCH IS GROWING AND PEOPLE ARE SHOPPING
  • 20. VOICE SEARCH & ECOMMERCE @tonyverre @upasnagautam 29% NEARLY 50% OF VOICE ASSISTANT USERS USE VOICE SEARCH DAILY USE DAILY MULTIPLE TIMES/DAY 17% NetElixir, "Search Without Screens: Exploring the Rise of Smart Assistants and Voice Search," April 19, 2018
  • 21. VOICE SEARCH & ECOMMERCE @tonyverre @upasnagautam 56% OF VOICE SEARCH USERS ARE COMFORTABLE MAKING A VOICE SEARCH PURCHASE NetElixir, "Search Without Screens: Exploring the Rise of Smart Assistants and Voice Search," April 19, 2018 1 – NOT COMFORTABLE 2 24.7% 19.4% 3 26.8% 4 5 – SUPER COMFORTABLE 16.5% 12.6%
  • 22. VOICE SEARCH & ECOMMERCE @tonyverre @upasnagautam Top Consumer Shopping Actions Using Voice Search Adobe Digital Insights, "State of Voice Assistants," Sep 10, 2018
  • 23. VOICE SEARCH & ECOMMERCE @tonyverre @upasnagautam Consumer Use Voice Search to Shop in These Categories NetElixir, "Search Without Screens: Exploring the Rise of SmartAssistants and Voice Search"; eMarketer calculations, April 19, 2018
  • 24. VOICE SEARCH & ECOMMERCE @tonyverre @upasnagautam Google & Amazon Dominate Voice Search eMarketer.com, “Voice Commerce Holds Promise, Yet Shoppers Are Skeptical” June 1, 2018 *Siri voice search powered by Google
  • 25. VOICE SEARCH & ECOMMERCE @tonyverre @upasnagautam Google Shopping Actions is Google’s New Marketplace
  • 26. VOICE SEARCH & ECOMMERCE @tonyverre @upasnagautam How Does It Work? GOOGLE EXPRESS COMMISSION RATES VOICE eCOMMERCE RESTRICTED ACCESS
  • 27. VOICE SEARCH & ECOMMERCE @tonyverre @upasnagautam New Marketplace; New Rules 3 NEW SELLER METRICS1 NO CPC STRUCTURE 2 NEW COMMISSION STRUCTURE
  • 28. VOICE SEARCH & ECOMMERCE @tonyverre @upasnagautam The Future Relevance of Google Voice eComm 3 OPTIMIZED PRODUCT FEED1 PRODUCT & SELLER RATINGS 2 SELLER METRICS
  • 29. VOICE SEARCH & ECOMMERCE IN AMAZON @tonyverre @upasnagautam
  • 30. VOICE SEARCH & AMAZON @tonyverre @upasnagautam It’s Amazon’s Choice. Literally. HIGHLY RATED PRODUCT READY TO SHIP IMMEDIATELY WELL-PRICED PRODUCT POPULAR SHOPPING CATEGORIES
  • 31. VOICE SEARCH & AMAZON @tonyverre @upasnagautam A9 First. Human for Correction. RELEVANCE RATINGS & REVIEWS INVENTORYVELOCITY PRICING PROFITABILITY CONVERSIONS
  • 32. VOICE SEARCH & AMAZON @tonyverre @upasnagautam 63% Don’t Think Amazon, Google, Apple, or Microsoft Will Get Voice Search Right. eMarketer.com, “RICHRELEVANCE STUDY SHOWS AMERICANS ARE SKEPTICAL OF VOICE-ASSISTED SHOPPING” June 4, 2018